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0111 · Dec 202219922001200920172026
1 result for “Post-Stack”
Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversionstat.ML

New method uses CNN for seismic inversion uncertainty quantification.

problem Uncertainty quantification in seismic inversion for noisy data.
method Plug-and-Play Stein Variational Gradient Descent (PnP-SVGD) with CNN denoiser.
result High-resolution, trustworthy posterior samples for subsurface structures.
Seismic InversionUncertainty QuantificationCNNPost-StackStein Variational Gradient Descent
2022-12-30abs ↗pdf ↗